State

class rxsci.state.MemoryStore(name=None, data_type='obj', default_value=None)

A Memory state store

Statefull MuxObervable operators need to maintain one state per key. Keys have to be indexables, i.e. index into a table/array. This allows fast lookup (compared to hash tables). As statefull operators are chained in a graph, each one builds its own key scheme. In order to unroll these key schemes, the key of a MuxObservable item is a nested tuple of keys:

(k4, (k3, (k2, (k1, (k0)))))

This class helps in managing muxed items, and store a state for each topmost level of the key (i.e. key[0]).

rxsci.state.with_memory_store(pipeline)

Use a memory state store to manage stateful operations

Parameters

pipeline – A computation graph where the state is stored in memory.

rxsci.state.with_store(store, pipeline)

Use a state store to manage stateful operations

Parameters
  • store – A Store object.

  • pipeline – A computation graph where state is stored on store.